Under weather conditions, the relationship between solar radiation and climatology of desert region is identified. Six models of global solar radiation are selected and studied during period of four years. This paper is based on solar radiation measurements in Research Unit in Renewable Energy in Saharan Medium (URER-MS) at various weather conditions. The Studies have shown that solar radiation can be calculated in terms of ambient temperature. Consequently, from temperature measurements, we know how much solar energy is received per unit area to estimate the solar radiation available at a given point on the Earth's surface. In addition, it was concluded that the impact of dust depending on varies quality of the soil, and the obtained results show that the model (M4) presents the best performance with an R² value of 0.87.